Snowflake Data Profiler from Hashmap

Dataset statistics

Number of variables	32
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	14.8 MiB
Average record size in memory	1.5 KiB

Variable types

CAT	22
NUM	7
BOOL	2
DATE	1

Reproduction

Analysis started	2020-07-28 16:54:02.455401
Analysis finished	2020-07-28 16:54:14.638727
Duration	12.18 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`_FILE` has constant value "dim_customer.csv"	Constant
`NAME_STYLE` has constant value "False"	Constant
`FIRST_NAME` has a high cardinality: 626 distinct values	High cardinality
`LAST_NAME` has a high cardinality: 318 distinct values	High cardinality
`BIRTH_DATE` has a high cardinality: 6196 distinct values	High cardinality
`ADDRESS_LINE_1` has a high cardinality: 8300 distinct values	High cardinality
`ADDRESS_LINE_2` has a high cardinality: 104 distinct values	High cardinality
`PHONE` has a high cardinality: 4855 distinct values	High cardinality
`DATE_FIRST_PURCHASE` has a high cardinality: 1097 distinct values	High cardinality
`BIRTH_DATE` is uniformly distributed	Uniform
`ADDRESS_LINE_1` is uniformly distributed	Uniform
`_LINE` has unique values	Unique
`CUSTOMER_KEY` has unique values	Unique
`CUSTOMER_ALTERNATE_KEY` has unique values	Unique
`EMAIL_ADDRESS` has unique values	Unique
`TOTAL_CHILDREN` has 2758 (27.6%) zeros	Zeros
`NUMBER_CHILDREN_AT_HOME` has 6021 (60.2%) zeros	Zeros
`NUMBER_CARS_OWNED` has 2354 (23.5%) zeros	Zeros

_FILE
Categorical

CONSTANT
REJECTED

Distinct count	1
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

dim_customer.csv	10000

Value	Count	Frequency (%)
dim_customer.csv	10000	100.0%

Length

Max length	16
Median length	16
Mean length	16
Min length	16

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
m	20000	12.5%
c	20000	12.5%
s	20000	12.5%
d	10000	6.2%
i	10000	6.2%
_	10000	6.2%
u	10000	6.2%
t	10000	6.2%
o	10000	6.2%
e	10000	6.2%
r	10000	6.2%
.	10000	6.2%
v	10000	6.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	140000	87.5%
Connector Punctuation	10000	6.2%
Other Punctuation	10000	6.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
m	20000	14.3%
c	20000	14.3%
s	20000	14.3%
d	10000	7.1%
i	10000	7.1%
u	10000	7.1%
t	10000	7.1%
o	10000	7.1%
e	10000	7.1%
r	10000	7.1%
v	10000	7.1%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	10000	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	10000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	140000	87.5%
Common	20000	12.5%

Most frequent Latin characters

Value	Count	Frequency (%)
m	20000	14.3%
c	20000	14.3%
s	20000	14.3%
d	10000	7.1%
i	10000	7.1%
u	10000	7.1%
t	10000	7.1%
o	10000	7.1%
e	10000	7.1%
r	10000	7.1%
v	10000	7.1%

Most frequent Common characters

Value	Count	Frequency (%)
_	10000	50.0%
.	10000	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	160000	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
m	20000	12.5%
c	20000	12.5%
s	20000	12.5%
d	10000	6.2%
i	10000	6.2%
_	10000	6.2%
u	10000	6.2%
t	10000	6.2%
o	10000	6.2%
e	10000	6.2%
r	10000	6.2%
.	10000	6.2%
v	10000	6.2%

_LINE
Real number (ℝ_≥0)

UNIQUE

Distinct count	10000
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12313.6977
Minimum	0
Maximum	18483
Zeros	1
Zeros (%)	< 0.1%
Memory size	19.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1345.95
Q1	10983.75
median	13483.5
Q3	15983.25
95-th percentile	17983.05
Maximum	18483
Range	18483
Interquartile range (IQR)	4999.5

Descriptive statistics

Standard deviation	5093.443851
Coefficient of variation (CV)	0.4136404819
Kurtosis	0.3780766517
Mean	12313.6977
Median Absolute Deviation (MAD)	2500
Skewness	-1.185599209
Sum	123136977
Variance	25943170.26

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
18431	1	< 0.1%
11583	1	< 0.1%
1354	1	< 0.1%
11591	1	< 0.1%
18023	1	< 0.1%
15685	1	< 0.1%
13636	1	< 0.1%
18050	1	< 0.1%
1346	1	< 0.1%
15677	1	< 0.1%
15693	1	< 0.1%
13628	1	< 0.1%
1338	1	< 0.1%
11575	1	< 0.1%
18168	1	< 0.1%
15669	1	< 0.1%
13620	1	< 0.1%
1330	1	< 0.1%
13644	1	< 0.1%
1970	1	< 0.1%
11767	1	< 0.1%
1378	1	< 0.1%
13676	1	< 0.1%
16536	1	< 0.1%
1386	1	< 0.1%
Other values (9975)	9975	99.8%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
18483	1	< 0.1%
18482	1	< 0.1%
18481	1	< 0.1%
18480	1	< 0.1%
18479	1	< 0.1%
18478	1	< 0.1%
18477	1	< 0.1%
18476	1	< 0.1%
18475	1	< 0.1%
18474	1	< 0.1%

CUSTOMER_KEY
Real number (ℝ_≥0)

UNIQUE

Distinct count	10000
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	20241.5513
Minimum	11000
Maximum	29388
Zeros	0
Zeros (%)	0.0%
Memory size	19.7 KiB

Quantile statistics

Minimum	11000
5-th percentile	12151.95
Q1	15132.75
median	20715.5
Q3	24746.25
95-th percentile	28201.05
Maximum	29388
Range	18388
Interquartile range (IQR)	9613.5

Descriptive statistics

Standard deviation	5211.229748
Coefficient of variation (CV)	0.257452093
Kurtosis	-1.172990799
Mean	20241.5513
Median Absolute Deviation (MAD)	4334
Skewness	-0.0528301809
Sum	202415513
Variance	27156915.49

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
18431	1	< 0.1%
13404	1	< 0.1%
13420	1	< 0.1%
19563	1	< 0.1%
17514	1	< 0.1%
23657	1	< 0.1%
23649	1	< 0.1%
25694	1	< 0.1%
29276	1	< 0.1%
17498	1	< 0.1%
17522	1	< 0.1%
25686	1	< 0.1%
13396	1	< 0.1%
17490	1	< 0.1%
23633	1	< 0.1%
27727	1	< 0.1%
25678	1	< 0.1%
13388	1	< 0.1%
13363	1	< 0.1%
19571	1	< 0.1%
13620	1	< 0.1%
17546	1	< 0.1%
17562	1	< 0.1%
23705	1	< 0.1%
13460	1	< 0.1%
Other values (9975)	9975	99.8%

Value	Count	Frequency (%)
11000	1	< 0.1%
11002	1	< 0.1%
11006	1	< 0.1%
11015	1	< 0.1%
11019	1	< 0.1%
11023	1	< 0.1%
11024	1	< 0.1%
11025	1	< 0.1%
11026	1	< 0.1%
11027	1	< 0.1%

Value	Count	Frequency (%)
29388	1	< 0.1%
29374	1	< 0.1%
29373	1	< 0.1%
29372	1	< 0.1%
29369	1	< 0.1%
29368	1	< 0.1%
29367	1	< 0.1%
29366	1	< 0.1%
29365	1	< 0.1%
29363	1	< 0.1%

GEOGRAPHY_KEY
Real number (ℝ_≥0)

Distinct count	314
Unique (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	255.531
Minimum	2
Maximum	653
Zeros	0
Zeros (%)	0.0%
Memory size	19.7 KiB

Quantile statistics

Minimum	2
5-th percentile	13
Q1	66
median	237
Q3	339
95-th percentile	631
Maximum	653
Range	651
Interquartile range (IQR)	273

Descriptive statistics

Standard deviation	192.6080004
Coefficient of variation (CV)	0.753755906
Kurtosis	-0.5996480352
Mean	255.531
Median Absolute Deviation (MAD)	118
Skewness	0.5855306408
Sum	2555310
Variance	37097.84182

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
311	129	1.3%
612	110	1.1%
299	107	1.1%
298	106	1.1%
609	106	1.1%
49	104	1.0%
302	103	1.0%
307	101	1.0%
536	101	1.0%
301	93	0.9%
300	93	0.9%
611	92	0.9%
310	82	0.8%
312	71	0.7%
316	63	0.6%
539	62	0.6%
543	61	0.6%
315	61	0.6%
343	61	0.6%
51	61	0.6%
20	61	0.6%
4	60	0.6%
335	60	0.6%
25	60	0.6%
32	59	0.6%
Other values (289)	7933	79.3%

Value	Count	Frequency (%)
2	58	0.6%
3	41	0.4%
4	60	0.6%
5	39	0.4%
6	48	0.5%
7	38	0.4%
8	44	0.4%
9	41	0.4%
10	34	0.3%
11	42	0.4%

Value	Count	Frequency (%)
653	1	< 0.1%
648	48	0.5%
644	54	0.5%
642	47	0.5%
641	41	0.4%
638	49	0.5%
637	47	0.5%
635	50	0.5%
634	46	0.5%
633	57	0.6%

CUSTOMER_ALTERNATE_KEY
Categorical

UNIQUE

Distinct count	10000
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

AW00017662	1
AW00020303	1
AW00022525	1
AW00022628	1
AW00016404	1
Other values (9995)	9995

Value	Count	Frequency (%)
AW00017662	1	< 0.1%
AW00020303	1	< 0.1%
AW00022525	1	< 0.1%
AW00022628	1	< 0.1%
AW00016404	1	< 0.1%
AW00017003	1	< 0.1%
AW00023314	1	< 0.1%
AW00012544	1	< 0.1%
AW00016262	1	< 0.1%
AW00026926	1	< 0.1%
AW00017114	1	< 0.1%
AW00028904	1	< 0.1%
AW00020024	1	< 0.1%
AW00020647	1	< 0.1%
AW00023786	1	< 0.1%
AW00022519	1	< 0.1%
AW00029238	1	< 0.1%
AW00014696	1	< 0.1%
AW00020545	1	< 0.1%
AW00027451	1	< 0.1%
AW00012796	1	< 0.1%
AW00021258	1	< 0.1%
AW00012102	1	< 0.1%
AW00017231	1	< 0.1%
AW00025512	1	< 0.1%
Other values (9975)	9975	99.8%

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories (?)	2
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	34030	34.0%
2	10186	10.2%
A	10000	10.0%
W	10000	10.0%
1	8380	8.4%
4	4290	4.3%
7	4161	4.2%
3	4041	4.0%
5	3938	3.9%
6	3867	3.9%
8	3680	3.7%
9	3427	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	80000	80.0%
Uppercase Letter	20000	20.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	10000	50.0%
W	10000	50.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	34030	42.5%
2	10186	12.7%
1	8380	10.5%
4	4290	5.4%
7	4161	5.2%
3	4041	5.1%
5	3938	4.9%
6	3867	4.8%
8	3680	4.6%
9	3427	4.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	80000	80.0%
Latin	20000	20.0%

Most frequent Latin characters

Value	Count	Frequency (%)
A	10000	50.0%
W	10000	50.0%

Most frequent Common characters

Value	Count	Frequency (%)
0	34030	42.5%
2	10186	12.7%
1	8380	10.5%
4	4290	5.4%
7	4161	5.2%
3	4041	5.1%
5	3938	4.9%
6	3867	4.8%
8	3680	4.6%
9	3427	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	100000	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	34030	34.0%
2	10186	10.2%
A	10000	10.0%
W	10000	10.0%
1	8380	8.4%
4	4290	4.3%
7	4161	4.2%
3	4041	4.0%
5	3938	3.9%
6	3867	3.9%
8	3680	3.7%
9	3427	3.4%

TITLE
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

null	9946
Mr.	30
Ms.	20
Sr.	3
Ms	1

Value	Count	Frequency (%)
null	9946	99.5%
Mr.	30	0.3%
Ms.	20	0.2%
Sr.	3	< 0.1%
Ms	1	< 0.1%

Length

Max length	4
Median length	4
Mean length	3.9945
Min length	2

Overview of Unicode Properties

Unique unicode characters	8
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
l	19892	49.8%
n	9946	24.9%
u	9946	24.9%
.	53	0.1%
M	51	0.1%
r	33	0.1%
s	21	0.1%
S	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	39838	99.7%
Uppercase Letter	54	0.1%
Other Punctuation	53	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
l	19892	49.9%
n	9946	25.0%
u	9946	25.0%
r	33	0.1%
s	21	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	51	94.4%
S	3	5.6%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	53	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	39892	99.9%
Common	53	0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
l	19892	49.9%
n	9946	24.9%
u	9946	24.9%
M	51	0.1%
r	33	0.1%
s	21	0.1%
S	3	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
.	53	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39945	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
l	19892	49.8%
n	9946	24.9%
u	9946	24.9%
.	53	0.1%
M	51	0.1%
r	33	0.1%
s	21	0.1%
S	3	< 0.1%

FIRST_NAME
Categorical

HIGH CARDINALITY

Distinct count	626
Unique (%)	6.3%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Isabella	52
Marcus	52
Julia	52
Seth	51
Xavier	51
Other values (621)	9742

Value	Count	Frequency (%)
Isabella	52	0.5%
Marcus	52	0.5%
Julia	52	0.5%
Seth	51	0.5%
Xavier	51	0.5%
Eduardo	50	0.5%
Sydney	50	0.5%
Kaitlyn	50	0.5%
Natalie	49	0.5%
Chloe	48	0.5%
Rachel	47	0.5%
Lucas	47	0.5%
Katherine	47	0.5%
Devin	45	0.4%
Amanda	45	0.4%
Jonathan	45	0.4%
Olivia	44	0.4%
Alexandra	44	0.4%
Richard	44	0.4%
James	44	0.4%
Dalton	43	0.4%
Charles	43	0.4%
Morgan	43	0.4%
Wyatt	43	0.4%
Jennifer	42	0.4%
Other values (601)	8829	88.3%

Length

Max length	11
Median length	6
Mean length	5.9349
Min length	2

Overview of Unicode Properties

Unique unicode characters	56
Unique unicode categories (?)	5
Unique unicode scripts (?)	2
Unique unicode blocks (?)	2

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	7903	13.3%
e	5987	10.1%
n	5101	8.6%
i	4464	7.5%
r	4204	7.1%
l	3576	6.0%
o	2542	4.3%
s	2141	3.6%
t	2044	3.4%
y	2006	3.4%
h	1813	3.1%
d	1560	2.6%
c	1287	2.2%
J	1241	2.1%
A	1052	1.8%
u	1032	1.7%
m	904	1.5%
C	883	1.5%
M	876	1.5%
K	644	1.1%
S	610	1.0%
b	608	1.0%
D	607	1.0%
R	574	1.0%
g	488	0.8%
Other values (31)	5202	8.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	49344	83.1%
Uppercase Letter	10002	16.9%
Dash Punctuation	1	< 0.1%
Space Separator	1	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
J	1241	12.4%
A	1052	10.5%
C	883	8.8%
M	876	8.8%
K	644	6.4%
S	610	6.1%
D	607	6.1%
R	574	5.7%
B	470	4.7%
E	455	4.5%
T	442	4.4%
L	429	4.3%
G	297	3.0%
N	282	2.8%
H	208	2.1%
I	169	1.7%
P	163	1.6%
W	163	1.6%
F	136	1.4%
V	109	1.1%
O	92	0.9%
X	51	0.5%
Z	41	0.4%
Y	8	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	7903	16.0%
e	5987	12.1%
n	5101	10.3%
i	4464	9.0%
r	4204	8.5%
l	3576	7.2%
o	2542	5.2%
s	2141	4.3%
t	2044	4.1%
y	2006	4.1%
h	1813	3.7%
d	1560	3.2%
c	1287	2.6%
u	1032	2.1%
m	904	1.8%
b	608	1.2%
g	488	1.0%
v	442	0.9%
k	354	0.7%
w	189	0.4%
f	189	0.4%
x	161	0.3%
p	122	0.2%
j	77	0.2%
z	66	0.1%
Other values (4)	84	0.2%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	1	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	59346	> 99.9%
Common	3	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	7903	13.3%
e	5987	10.1%
n	5101	8.6%
i	4464	7.5%
r	4204	7.1%
l	3576	6.0%
o	2542	4.3%
s	2141	3.6%
t	2044	3.4%
y	2006	3.4%
h	1813	3.1%
d	1560	2.6%
c	1287	2.2%
J	1241	2.1%
A	1052	1.8%
u	1032	1.7%
m	904	1.5%
C	883	1.5%
M	876	1.5%
K	644	1.1%
S	610	1.0%
b	608	1.0%
D	607	1.0%
R	574	1.0%
g	488	0.8%
Other values (28)	5199	8.8%

Most frequent Common characters

Value	Count	Frequency (%)
-	1	33.3%
	1	33.3%
.	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	59328	> 99.9%
None	21	< 0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	7903	13.3%
e	5987	10.1%
n	5101	8.6%
i	4464	7.5%
r	4204	7.1%
l	3576	6.0%
o	2542	4.3%
s	2141	3.6%
t	2044	3.4%
y	2006	3.4%
h	1813	3.1%
d	1560	2.6%
c	1287	2.2%
J	1241	2.1%
A	1052	1.8%
u	1032	1.7%
m	904	1.5%
C	883	1.5%
M	876	1.5%
K	644	1.1%
S	610	1.0%
b	608	1.0%
D	607	1.0%
R	574	1.0%
g	488	0.8%
Other values (28)	5181	8.7%

Most frequent None characters

Value	Count	Frequency (%)
é	19	90.5%
í	1	4.8%
ñ	1	4.8%

MIDDLE_NAME
Categorical

Distinct count	40
Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

null	4213
L	696
A	684
M	619
C	521
Other values (35)	3267

Value	Count	Frequency (%)
null	4213	42.1%
L	696	7.0%
A	684	6.8%
M	619	6.2%
C	521	5.2%
J	517	5.2%
E	387	3.9%
R	368	3.7%
D	300	3.0%
S	252	2.5%
K	199	2.0%
W	191	1.9%
G	154	1.5%
B	145	1.5%
H	132	1.3%
T	127	1.3%
P	115	1.1%
F	113	1.1%
V	76	0.8%
N	53	0.5%
I	52	0.5%
O	35	0.4%
Y	10	0.1%
Z	10	0.1%
Q	5	0.1%
Other values (15)	26	0.3%

Length

Max length	6
Median length	1
Mean length	2.2668
Min length	1

Overview of Unicode Properties

Unique unicode characters	35
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
l	8429	37.2%
n	4214	18.6%
u	4214	18.6%
L	697	3.1%
A	685	3.0%
M	622	2.7%
J	523	2.3%
C	521	2.3%
E	387	1.7%
R	373	1.6%
D	300	1.3%
S	252	1.1%
K	200	0.9%
W	191	0.8%
G	155	0.7%
B	146	0.6%
H	133	0.6%
T	127	0.6%
P	115	0.5%
F	114	0.5%
V	76	0.3%
N	54	0.2%
I	52	0.2%
O	35	0.2%
.	19	0.1%
Other values (10)	34	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16865	74.4%
Uppercase Letter	5784	25.5%
Other Punctuation	19	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
L	697	12.1%
A	685	11.8%
M	622	10.8%
J	523	9.0%
C	521	9.0%
E	387	6.7%
R	373	6.4%
D	300	5.2%
S	252	4.4%
K	200	3.5%
W	191	3.3%
G	155	2.7%
B	146	2.5%
H	133	2.3%
T	127	2.2%
P	115	2.0%
F	114	2.0%
V	76	1.3%
N	54	0.9%
I	52	0.9%
O	35	0.6%
Z	10	0.2%
Y	10	0.2%
Q	5	0.1%
X	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
l	8429	50.0%
n	4214	25.0%
u	4214	25.0%
a	2	< 0.1%
r	2	< 0.1%
d	1	< 0.1%
i	1	< 0.1%
e	1	< 0.1%
o	1	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	19	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	22649	99.9%
Common	19	0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
l	8429	37.2%
n	4214	18.6%
u	4214	18.6%
L	697	3.1%
A	685	3.0%
M	622	2.7%
J	523	2.3%
C	521	2.3%
E	387	1.7%
R	373	1.6%
D	300	1.3%
S	252	1.1%
K	200	0.9%
W	191	0.8%
G	155	0.7%
B	146	0.6%
H	133	0.6%
T	127	0.6%
P	115	0.5%
F	114	0.5%
V	76	0.3%
N	54	0.2%
I	52	0.2%
O	35	0.2%
Z	10	< 0.1%
Other values (9)	24	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
.	19	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22668	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
l	8429	37.2%
n	4214	18.6%
u	4214	18.6%
L	697	3.1%
A	685	3.0%
M	622	2.7%
J	523	2.3%
C	521	2.3%
E	387	1.7%
R	373	1.6%
D	300	1.3%
S	252	1.1%
K	200	0.9%
W	191	0.8%
G	155	0.7%
B	146	0.6%
H	133	0.6%
T	127	0.6%
P	115	0.5%
F	114	0.5%
V	76	0.3%
N	54	0.2%
I	52	0.2%
O	35	0.2%
.	19	0.1%
Other values (10)	34	0.1%

LAST_NAME
Categorical

HIGH CARDINALITY

Distinct count	318
Unique (%)	3.2%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Diaz	118
Martin	101
Hernandez	100
Sanchez	97
Xu	94
Other values (313)	9490

Value	Count	Frequency (%)
Diaz	118	1.2%
Martin	101	1.0%
Hernandez	100	1.0%
Sanchez	97	1.0%
Xu	94	0.9%
Torres	93	0.9%
Martinez	91	0.9%
Lopez	89	0.9%
Perez	88	0.9%
Rodriguez	87	0.9%
Gonzalez	80	0.8%
Garcia	79	0.8%
Shan	77	0.8%
Kumar	75	0.8%
Jai	74	0.7%
Perry	74	0.7%
Hughes	72	0.7%
Russell	70	0.7%
Lal	69	0.7%
Washington	68	0.7%
Ross	68	0.7%
Patterson	66	0.7%
Butler	66	0.7%
Carlson	66	0.7%
Romero	65	0.7%
Other values (293)	7973	79.7%

Length

Max length	16
Median length	6
Mean length	5.5231
Min length	2

Overview of Unicode Properties

Unique unicode characters	58
Unique unicode categories (?)	4
Unique unicode scripts (?)	2
Unique unicode blocks (?)	2

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	5642	10.2%
e	5529	10.0%
r	4700	8.5%
n	4572	8.3%
o	3985	7.2%
i	2800	5.1%
s	2548	4.6%
l	2530	4.6%
z	1627	2.9%
u	1627	2.9%
t	1579	2.9%
h	1534	2.8%
d	1231	2.2%
S	1095	2.0%
g	1091	2.0%
m	1083	2.0%
R	1068	1.9%
M	776	1.4%
C	702	1.3%
G	648	1.2%
H	605	1.1%
P	588	1.1%
L	577	1.0%
c	571	1.0%
W	539	1.0%
Other values (33)	5984	10.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	45216	81.9%
Uppercase Letter	10011	18.1%
Space Separator	3	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	1095	10.9%
R	1068	10.7%
M	776	7.8%
C	702	7.0%
G	648	6.5%
H	605	6.0%
P	588	5.9%
L	577	5.8%
W	539	5.4%
B	529	5.3%
A	461	4.6%
J	377	3.8%
T	330	3.3%
D	289	2.9%
Z	228	2.3%
K	223	2.2%
Y	203	2.0%
N	202	2.0%
F	184	1.8%
X	153	1.5%
V	97	1.0%
E	89	0.9%
O	45	0.4%
U	3	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	5642	12.5%
e	5529	12.2%
r	4700	10.4%
n	4572	10.1%
o	3985	8.8%
i	2800	6.2%
s	2548	5.6%
l	2530	5.6%
z	1627	3.6%
u	1627	3.6%
t	1579	3.5%
h	1534	3.4%
d	1231	2.7%
g	1091	2.4%
m	1083	2.4%
c	571	1.3%
k	450	1.0%
y	448	1.0%
p	364	0.8%
w	332	0.7%
v	296	0.7%
b	242	0.5%
x	118	0.3%
f	112	0.2%
j	111	0.2%
Other values (7)	94	0.2%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	1	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	55227	> 99.9%
Common	4	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	5642	10.2%
e	5529	10.0%
r	4700	8.5%
n	4572	8.3%
o	3985	7.2%
i	2800	5.1%
s	2548	4.6%
l	2530	4.6%
z	1627	2.9%
u	1627	2.9%
t	1579	2.9%
h	1534	2.8%
d	1231	2.2%
S	1095	2.0%
g	1091	2.0%
m	1083	2.0%
R	1068	1.9%
M	776	1.4%
C	702	1.3%
G	648	1.2%
H	605	1.1%
P	588	1.1%
L	577	1.0%
c	571	1.0%
W	539	1.0%
Other values (31)	5980	10.8%

Most frequent Common characters

Value	Count	Frequency (%)
	3	75.0%
-	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	55202	99.9%
None	29	0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	5642	10.2%
e	5529	10.0%
r	4700	8.5%
n	4572	8.3%
o	3985	7.2%
i	2800	5.1%
s	2548	4.6%
l	2530	4.6%
z	1627	2.9%
u	1627	2.9%
t	1579	2.9%
h	1534	2.8%
d	1231	2.2%
S	1095	2.0%
g	1091	2.0%
m	1083	2.0%
R	1068	1.9%
M	776	1.4%
C	702	1.3%
G	648	1.2%
H	605	1.1%
P	588	1.1%
L	577	1.0%
c	571	1.0%
W	539	1.0%
Other values (27)	5955	10.8%

Most frequent None characters

Value	Count	Frequency (%)
é	19	65.5%
á	5	17.2%
ñ	2	6.9%
ø	1	3.4%
ó	1	3.4%
ã	1	3.4%

NAME_STYLE
Boolean

CONSTANT
REJECTED

Distinct count	1
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	10000

Frequency Table

Value	Count	Frequency (%)
False	10000	100.0%

BIRTH_DATE
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	6196
Unique (%)	62.0%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

1967-06-11T00:00:00.0000000	7
1972-03-13T00:00:00.0000000	7
1973-08-06T00:00:00.0000000	6
1963-09-03T00:00:00.0000000	6
1966-07-26T00:00:00.0000000	6
Other values (6191)	9968

Value	Count	Frequency (%)
1967-06-11T00:00:00.0000000	7	0.1%
1972-03-13T00:00:00.0000000	7	0.1%
1973-08-06T00:00:00.0000000	6	0.1%
1963-09-03T00:00:00.0000000	6	0.1%
1966-07-26T00:00:00.0000000	6	0.1%
1970-03-05T00:00:00.0000000	6	0.1%
1962-05-04T00:00:00.0000000	6	0.1%
1972-01-15T00:00:00.0000000	6	0.1%
1960-05-14T00:00:00.0000000	6	0.1%
1955-09-23T00:00:00.0000000	6	0.1%
1952-07-11T00:00:00.0000000	6	0.1%
1964-05-12T00:00:00.0000000	6	0.1%
1961-02-04T00:00:00.0000000	6	0.1%
1960-05-22T00:00:00.0000000	6	0.1%
1965-10-04T00:00:00.0000000	6	0.1%
1979-08-20T00:00:00.0000000	6	0.1%
1962-06-24T00:00:00.0000000	6	0.1%
1971-06-15T00:00:00.0000000	5	0.1%
1957-07-06T00:00:00.0000000	5	0.1%
1960-07-27T00:00:00.0000000	5	0.1%
1979-08-23T00:00:00.0000000	5	0.1%
1964-07-14T00:00:00.0000000	5	0.1%
1965-06-23T00:00:00.0000000	5	0.1%
1962-04-02T00:00:00.0000000	5	0.1%
1965-08-27T00:00:00.0000000	5	0.1%
Other values (6171)	9856	98.6%

Length

Max length	27
Median length	27
Mean length	27
Min length	27

Overview of Unicode Properties

Unique unicode characters	14
Unique unicode categories (?)	4
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	143575	53.2%
-	20000	7.4%
:	20000	7.4%
1	19232	7.1%
9	12644	4.7%
T	10000	3.7%
.	10000	3.7%
2	6641	2.5%
6	6447	2.4%
7	5497	2.0%
5	5250	1.9%
4	4239	1.6%
3	3463	1.3%
8	3012	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	210000	77.8%
Other Punctuation	30000	11.1%
Dash Punctuation	20000	7.4%
Uppercase Letter	10000	3.7%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	143575	68.4%
1	19232	9.2%
9	12644	6.0%
2	6641	3.2%
6	6447	3.1%
7	5497	2.6%
5	5250	2.5%
4	4239	2.0%
3	3463	1.6%
8	3012	1.4%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	20000	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	10000	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
:	20000	66.7%
.	10000	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	260000	96.3%
Latin	10000	3.7%

Most frequent Common characters

Value	Count	Frequency (%)
0	143575	55.2%
-	20000	7.7%
:	20000	7.7%
1	19232	7.4%
9	12644	4.9%
.	10000	3.8%
2	6641	2.6%
6	6447	2.5%
7	5497	2.1%
5	5250	2.0%
4	4239	1.6%
3	3463	1.3%
8	3012	1.2%

Most frequent Latin characters

Value	Count	Frequency (%)
T	10000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	270000	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	143575	53.2%
-	20000	7.4%
:	20000	7.4%
1	19232	7.1%
9	12644	4.7%
T	10000	3.7%
.	10000	3.7%
2	6641	2.5%
6	6447	2.4%
7	5497	2.0%
5	5250	1.9%
4	4239	1.6%
3	3463	1.3%
8	3012	1.1%

MARITAL_STATUS
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

M	5437
S	4563

Value	Count	Frequency (%)
M	5437	54.4%
S	4563	45.6%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	2
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
M	5437	54.4%
S	4563	45.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10000	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	5437	54.4%
S	4563	45.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10000	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
M	5437	54.4%
S	4563	45.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10000	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
M	5437	54.4%
S	4563	45.6%

SUFFIX
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

null	9999
Jr.	1

Value	Count	Frequency (%)
null	9999	> 99.9%
Jr.	1	< 0.1%

Length

Max length	4
Median length	4
Mean length	3.9999
Min length	3

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
l	19998	50.0%
n	9999	25.0%
u	9999	25.0%
J	1	< 0.1%
r	1	< 0.1%
.	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	39997	> 99.9%
Uppercase Letter	1	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
l	19998	50.0%
n	9999	25.0%
u	9999	25.0%
r	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
J	1	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	39998	> 99.9%
Common	1	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
l	19998	50.0%
n	9999	25.0%
u	9999	25.0%
J	1	< 0.1%
r	1	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
.	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39999	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
l	19998	50.0%
n	9999	25.0%
u	9999	25.0%
J	1	< 0.1%
r	1	< 0.1%
.	1	< 0.1%

GENDER
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

M	5112
F	4888

Value	Count	Frequency (%)
M	5112	51.1%
F	4888	48.9%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	2
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
M	5112	51.1%
F	4888	48.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10000	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	5112	51.1%
F	4888	48.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10000	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
M	5112	51.1%
F	4888	48.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10000	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
M	5112	51.1%
F	4888	48.9%

EMAIL_ADDRESS
Categorical

UNIQUE

Distinct count	10000
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

anthony21@adventure-works.com	1
angela12@adventure-works.com	1
gabrielle0@adventure-works.com	1
kristy13@adventure-works.com	1
alyssa56@adventure-works.com	1
Other values (9995)	9995

Value	Count	Frequency (%)
anthony21@adventure-works.com	1	< 0.1%
angela12@adventure-works.com	1	< 0.1%
gabrielle0@adventure-works.com	1	< 0.1%
kristy13@adventure-works.com	1	< 0.1%
alyssa56@adventure-works.com	1	< 0.1%
monique14@adventure-works.com	1	< 0.1%
jessica24@adventure-works.com	1	< 0.1%
caleb6@adventure-works.com	1	< 0.1%
lauren4@adventure-works.com	1	< 0.1%
louis13@adventure-works.com	1	< 0.1%
rebecca17@adventure-works.com	1	< 0.1%
emmanuel13@adventure-works.com	1	< 0.1%
megan68@adventure-works.com	1	< 0.1%
taylor61@adventure-works.com	1	< 0.1%
kayla11@adventure-works.com	1	< 0.1%
xavier64@adventure-works.com	1	< 0.1%
cody4@adventure-works.com	1	< 0.1%
robert64@adventure-works.com	1	< 0.1%
omar27@adventure-works.com	1	< 0.1%
christina5@adventure-works.com	1	< 0.1%
mandy4@adventure-works.com	1	< 0.1%
alan26@adventure-works.com	1	< 0.1%
daniel7@adventure-works.com	1	< 0.1%
troy8@adventure-works.com	1	< 0.1%
roy10@adventure-works.com	1	< 0.1%
Other values (9975)	9975	99.8%

Length

Max length	33
Median length	28
Mean length	27.6572
Min length	22

Overview of Unicode Properties

Unique unicode characters	42
Unique unicode categories (?)	4
Unique unicode scripts (?)	2
Unique unicode blocks (?)	2

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	26442	9.6%
r	24778	9.0%
o	22634	8.2%
a	18955	6.9%
n	15383	5.6%
s	12751	4.6%
t	12486	4.5%
c	12170	4.4%
d	12167	4.4%
m	11780	4.3%
u	11032	4.0%
k	10998	4.0%
v	10551	3.8%
w	10352	3.7%
-	10001	3.6%
@	10000	3.6%
.	10000	3.6%
i	4633	1.7%
1	4028	1.5%
l	4005	1.4%
2	2675	1.0%
h	2021	0.7%
y	2014	0.7%
3	1992	0.7%
4	1725	0.6%
Other values (17)	10999	4.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	229346	82.9%
Other Punctuation	20000	7.2%
Decimal Number	17225	6.2%
Dash Punctuation	10001	3.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	26442	11.5%
r	24778	10.8%
o	22634	9.9%
a	18955	8.3%
n	15383	6.7%
s	12751	5.6%
t	12486	5.4%
c	12170	5.3%
d	12167	5.3%
m	11780	5.1%
u	11032	4.8%
k	10998	4.8%
v	10551	4.6%
w	10352	4.5%
i	4633	2.0%
l	4005	1.7%
h	2021	0.9%
y	2014	0.9%
j	1318	0.6%
b	1078	0.5%
g	785	0.3%
f	325	0.1%
p	285	0.1%
x	212	0.1%
z	107	< 0.1%
Other values (4)	84	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	4028	23.4%
2	2675	15.5%
3	1992	11.6%
4	1725	10.0%
5	1375	8.0%
6	1234	7.2%
0	1107	6.4%
7	1093	6.3%
8	1061	6.2%
9	935	5.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
@	10000	50.0%
.	10000	50.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	10001	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	229346	82.9%
Common	47226	17.1%

Most frequent Latin characters

Value	Count	Frequency (%)
e	26442	11.5%
r	24778	10.8%
o	22634	9.9%
a	18955	8.3%
n	15383	6.7%
s	12751	5.6%
t	12486	5.4%
c	12170	5.3%
d	12167	5.3%
m	11780	5.1%
u	11032	4.8%
k	10998	4.8%
v	10551	4.6%
w	10352	4.5%
i	4633	2.0%
l	4005	1.7%
h	2021	0.9%
y	2014	0.9%
j	1318	0.6%
b	1078	0.5%
g	785	0.3%
f	325	0.1%
p	285	0.1%
x	212	0.1%
z	107	< 0.1%
Other values (4)	84	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
-	10001	21.2%
@	10000	21.2%
.	10000	21.2%
1	4028	8.5%
2	2675	5.7%
3	1992	4.2%
4	1725	3.7%
5	1375	2.9%
6	1234	2.6%
0	1107	2.3%
7	1093	2.3%
8	1061	2.2%
9	935	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	276551	> 99.9%
None	21	< 0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	26442	9.6%
r	24778	9.0%
o	22634	8.2%
a	18955	6.9%
n	15383	5.6%
s	12751	4.6%
t	12486	4.5%
c	12170	4.4%
d	12167	4.4%
m	11780	4.3%
u	11032	4.0%
k	10998	4.0%
v	10551	3.8%
w	10352	3.7%
-	10001	3.6%
@	10000	3.6%
.	10000	3.6%
i	4633	1.7%
1	4028	1.5%
l	4005	1.4%
2	2675	1.0%
h	2021	0.7%
y	2014	0.7%
3	1992	0.7%
4	1725	0.6%
Other values (14)	10978	4.0%

Most frequent None characters

Value	Count	Frequency (%)
é	19	90.5%
í	1	4.8%
ñ	1	4.8%

YEARLY_INCOME
Real number (ℝ_≥0)

Distinct count	16
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	56410.0
Minimum	10000.0
Maximum	170000.0
Zeros	0
Zeros (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	10000
5-th percentile	10000
Q1	30000
median	60000
Q3	70000
95-th percentile	120000
Maximum	170000
Range	160000
Interquartile range (IQR)	40000

Descriptive statistics

Standard deviation	32681.47347
Coefficient of variation (CV)	0.5793560267
Kurtosis	0.6254303313
Mean	56410
Median Absolute Deviation (MAD)	20000
Skewness	0.8421766808
Sum	564100000
Variance	1068078708

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
60000	1564	15.6%
40000	1492	14.9%
30000	1301	13.0%
70000	1240	12.4%
20000	1028	10.3%
80000	734	7.3%
10000	690	6.9%
90000	432	4.3%
50000	335	3.4%
100000	310	3.1%
130000	281	2.8%
110000	253	2.5%
120000	174	1.7%
170000	64	0.6%
160000	52	0.5%
150000	50	0.5%

Value	Count	Frequency (%)
10000	690	6.9%
20000	1028	10.3%
30000	1301	13.0%
40000	1492	14.9%
50000	335	3.4%
60000	1564	15.6%
70000	1240	12.4%
80000	734	7.3%
90000	432	4.3%
100000	310	3.1%

Value	Count	Frequency (%)
170000	64	0.6%
160000	52	0.5%
150000	50	0.5%
130000	281	2.8%
120000	174	1.7%
110000	253	2.5%
100000	310	3.1%
90000	432	4.3%
80000	734	7.3%
70000	1240	12.4%

TOTAL_CHILDREN
Real number (ℝ_≥0)

ZEROS

Distinct count	6
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.846
Minimum	0
Maximum	5
Zeros	2758
Zeros (%)	27.6%
Memory size	9.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.613426266
Coefficient of variation (CV)	0.8740120615
Kurtosis	-0.9306013637
Mean	1.846
Median Absolute Deviation (MAD)	1
Skewness	0.4862396023
Sum	18460
Variance	2.603144314

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	2758	27.6%
2	2049	20.5%
1	2017	20.2%
4	1227	12.3%
3	1154	11.5%
5	795	8.0%

Value	Count	Frequency (%)
0	2758	27.6%
1	2017	20.2%
2	2049	20.5%
3	1154	11.5%
4	1227	12.3%
5	795	8.0%

Value	Count	Frequency (%)
5	795	8.0%
4	1227	12.3%
3	1154	11.5%
2	2049	20.5%
1	2017	20.2%
0	2758	27.6%

NUMBER_CHILDREN_AT_HOME
Real number (ℝ_≥0)

ZEROS

Distinct count	6
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.9978
Minimum	0
Maximum	5
Zeros	6021
Zeros (%)	60.2%
Memory size	9.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.517835809
Coefficient of variation (CV)	1.52118241
Kurtosis	0.7074371296
Mean	0.9978
Median Absolute Deviation (MAD)	0
Skewness	1.401347865
Sum	9978
Variance	2.303825543

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6021	60.2%
1	1364	13.6%
2	844	8.4%
3	669	6.7%
4	591	5.9%
5	511	5.1%

Value	Count	Frequency (%)
0	6021	60.2%
1	1364	13.6%
2	844	8.4%
3	669	6.7%
4	591	5.9%
5	511	5.1%

Value	Count	Frequency (%)
5	511	5.1%
4	591	5.9%
3	669	6.7%
2	844	8.4%
1	1364	13.6%
0	6021	60.2%

ENGLISH_EDUCATION
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Bachelors	2842
Partial College	2786
High School	1745
Graduate Degree	1732
Partial High School	895

Value	Count	Frequency (%)
Bachelors	2842	28.4%
Partial College	2786	27.9%
High School	1745	17.4%
Graduate Degree	1732	17.3%
Partial High School	895	8.9%

Length

Max length	19
Median length	15
Mean length	12.9548
Min length	9

Overview of Unicode Properties

Unique unicode characters	21
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	15342	11.8%
l	14735	11.4%
a	13668	10.6%
o	10908	8.4%
r	9987	7.7%
h	8122	6.3%
	8053	6.2%
g	7158	5.5%
i	6321	4.9%
c	5482	4.2%
t	5413	4.2%
P	3681	2.8%
B	2842	2.2%
s	2842	2.2%
C	2786	2.2%
H	2640	2.0%
S	2640	2.0%
G	1732	1.3%
d	1732	1.3%
u	1732	1.3%
D	1732	1.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	103442	79.8%
Uppercase Letter	18053	13.9%
Space Separator	8053	6.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	3681	20.4%
B	2842	15.7%
C	2786	15.4%
H	2640	14.6%
S	2640	14.6%
G	1732	9.6%
D	1732	9.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	15342	14.8%
l	14735	14.2%
a	13668	13.2%
o	10908	10.5%
r	9987	9.7%
h	8122	7.9%
g	7158	6.9%
i	6321	6.1%
c	5482	5.3%
t	5413	5.2%
s	2842	2.7%
d	1732	1.7%
u	1732	1.7%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	8053	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	121495	93.8%
Common	8053	6.2%

Most frequent Latin characters

Value	Count	Frequency (%)
e	15342	12.6%
l	14735	12.1%
a	13668	11.2%
o	10908	9.0%
r	9987	8.2%
h	8122	6.7%
g	7158	5.9%
i	6321	5.2%
c	5482	4.5%
t	5413	4.5%
P	3681	3.0%
B	2842	2.3%
s	2842	2.3%
C	2786	2.3%
H	2640	2.2%
S	2640	2.2%
G	1732	1.4%
d	1732	1.4%
u	1732	1.4%
D	1732	1.4%

Most frequent Common characters

Value	Count	Frequency (%)
	8053	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	129548	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	15342	11.8%
l	14735	11.4%
a	13668	10.6%
o	10908	8.4%
r	9987	7.7%
h	8122	6.3%
	8053	6.2%
g	7158	5.5%
i	6321	4.9%
c	5482	4.2%
t	5413	4.2%
P	3681	2.8%
B	2842	2.2%
s	2842	2.2%
C	2786	2.2%
H	2640	2.0%
S	2640	2.0%
G	1732	1.3%
d	1732	1.3%
u	1732	1.3%
D	1732	1.3%

SPANISH_EDUCATION
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Licenciatura	2842
Estudios universitarios (en curso)	2786
Educación secundaria	1745
Estudios de postgrado	1732
Educación secundaria (en curso)	895

Value	Count	Frequency (%)
Licenciatura	2842	28.4%
Estudios universitarios (en curso)	2786	27.9%
Educación secundaria	1745	17.4%
Estudios de postgrado	1732	17.3%
Educación secundaria (en curso)	895	8.9%

Length

Max length	34
Median length	21
Mean length	22.7845
Min length	12

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories (?)	5
Unique unicode scripts (?)	2
Unique unicode blocks (?)	2

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
i	23840	10.5%
s	22661	9.9%
u	19107	8.4%
a	18122	8.0%
c	17285	7.6%
r	16467	7.2%
	16252	7.1%
n	14589	6.4%
o	14449	6.3%
e	13681	6.0%
d	13262	5.8%
t	11878	5.2%
E	7158	3.1%
(	3681	1.6%
)	3681	1.6%
L	2842	1.2%
v	2786	1.2%
ó	2640	1.2%
p	1732	0.8%
g	1732	0.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	194231	85.2%
Space Separator	16252	7.1%
Uppercase Letter	10000	4.4%
Open Punctuation	3681	1.6%
Close Punctuation	3681	1.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
E	7158	71.6%
L	2842	28.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	23840	12.3%
s	22661	11.7%
u	19107	9.8%
a	18122	9.3%
c	17285	8.9%
r	16467	8.5%
n	14589	7.5%
o	14449	7.4%
e	13681	7.0%
d	13262	6.8%
t	11878	6.1%
v	2786	1.4%
ó	2640	1.4%
p	1732	0.9%
g	1732	0.9%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	16252	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	3681	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	3681	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	204231	89.6%
Common	23614	10.4%

Most frequent Latin characters

Value	Count	Frequency (%)
i	23840	11.7%
s	22661	11.1%
u	19107	9.4%
a	18122	8.9%
c	17285	8.5%
r	16467	8.1%
n	14589	7.1%
o	14449	7.1%
e	13681	6.7%
d	13262	6.5%
t	11878	5.8%
E	7158	3.5%
L	2842	1.4%
v	2786	1.4%
ó	2640	1.3%
p	1732	0.8%
g	1732	0.8%

Most frequent Common characters

Value	Count	Frequency (%)
	16252	68.8%
(	3681	15.6%
)	3681	15.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	225205	98.8%
None	2640	1.2%

Most frequent ASCII characters

Value	Count	Frequency (%)
i	23840	10.6%
s	22661	10.1%
u	19107	8.5%
a	18122	8.0%
c	17285	7.7%
r	16467	7.3%
	16252	7.2%
n	14589	6.5%
o	14449	6.4%
e	13681	6.1%
d	13262	5.9%
t	11878	5.3%
E	7158	3.2%
(	3681	1.6%
)	3681	1.6%
L	2842	1.3%
v	2786	1.2%
p	1732	0.8%
g	1732	0.8%

Most frequent None characters

Value	Count	Frequency (%)
ó	2640	100.0%

FRENCH_EDUCATION
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Bac + 4	2842
Baccalauréat	2786
Bac + 2	1745
Bac + 3	1732
Niveau bac	895

Value	Count	Frequency (%)
Bac + 4	2842	28.4%
Baccalauréat	2786	27.9%
Bac + 2	1745	17.4%
Bac + 3	1732	17.3%
Niveau bac	895	8.9%

Length

Max length	12
Median length	7
Mean length	8.6615
Min length	7

Overview of Unicode Properties

Unique unicode characters	18
Unique unicode categories (?)	5
Unique unicode scripts (?)	2
Unique unicode blocks (?)	2

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	19253	22.2%
	13533	15.6%
c	12786	14.8%
B	9105	10.5%
+	6319	7.3%
u	3681	4.2%
4	2842	3.3%
l	2786	3.2%
r	2786	3.2%
é	2786	3.2%
t	2786	3.2%
2	1745	2.0%
3	1732	2.0%
N	895	1.0%
i	895	1.0%
v	895	1.0%
e	895	1.0%
b	895	1.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	50444	58.2%
Space Separator	13533	15.6%
Uppercase Letter	10000	11.5%
Math Symbol	6319	7.3%
Decimal Number	6319	7.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
B	9105	91.0%
N	895	8.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	19253	38.2%
c	12786	25.3%
u	3681	7.3%
l	2786	5.5%
r	2786	5.5%
é	2786	5.5%
t	2786	5.5%
i	895	1.8%
v	895	1.8%
e	895	1.8%
b	895	1.8%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	13533	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	6319	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
4	2842	45.0%
2	1745	27.6%
3	1732	27.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60444	69.8%
Common	26171	30.2%

Most frequent Latin characters

Value	Count	Frequency (%)
a	19253	31.9%
c	12786	21.2%
B	9105	15.1%
u	3681	6.1%
l	2786	4.6%
r	2786	4.6%
é	2786	4.6%
t	2786	4.6%
N	895	1.5%
i	895	1.5%
v	895	1.5%
e	895	1.5%
b	895	1.5%

Most frequent Common characters

Value	Count	Frequency (%)
	13533	51.7%
+	6319	24.1%
4	2842	10.9%
2	1745	6.7%
3	1732	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	83829	96.8%
None	2786	3.2%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	19253	23.0%
	13533	16.1%
c	12786	15.3%
B	9105	10.9%
+	6319	7.5%
u	3681	4.4%
4	2842	3.4%
l	2786	3.3%
r	2786	3.3%
t	2786	3.3%
2	1745	2.1%
3	1732	2.1%
N	895	1.1%
i	895	1.1%
v	895	1.1%
e	895	1.1%
b	895	1.1%

Most frequent None characters

Value	Count	Frequency (%)
é	2786	100.0%

ENGLISH_OCCUPATION
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Professional	2824
Skilled Manual	2340
Clerical	1729
Management	1676
Manual	1431

Value	Count	Frequency (%)
Professional	2824	28.2%
Skilled Manual	2340	23.4%
Clerical	1729	17.3%
Management	1676	16.8%
Manual	1431	14.3%

Length

Max length	14
Median length	12
Mean length	10.5826
Min length	6

Overview of Unicode Properties

Unique unicode characters	21
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	15447	14.6%
l	14733	13.9%
e	10245	9.7%
n	9947	9.4%
i	6893	6.5%
o	5648	5.3%
s	5648	5.3%
M	5447	5.1%
r	4553	4.3%
u	3771	3.6%
P	2824	2.7%
f	2824	2.7%
S	2340	2.2%
k	2340	2.2%
d	2340	2.2%
	2340	2.2%
C	1729	1.6%
c	1729	1.6%
g	1676	1.6%
m	1676	1.6%
t	1676	1.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	91146	86.1%
Uppercase Letter	12340	11.7%
Space Separator	2340	2.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	5447	44.1%
P	2824	22.9%
S	2340	19.0%
C	1729	14.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	15447	16.9%
l	14733	16.2%
e	10245	11.2%
n	9947	10.9%
i	6893	7.6%
o	5648	6.2%
s	5648	6.2%
r	4553	5.0%
u	3771	4.1%
f	2824	3.1%
k	2340	2.6%
d	2340	2.6%
c	1729	1.9%
g	1676	1.8%
m	1676	1.8%
t	1676	1.8%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	2340	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	103486	97.8%
Common	2340	2.2%

Most frequent Latin characters

Value	Count	Frequency (%)
a	15447	14.9%
l	14733	14.2%
e	10245	9.9%
n	9947	9.6%
i	6893	6.7%
o	5648	5.5%
s	5648	5.5%
M	5447	5.3%
r	4553	4.4%
u	3771	3.6%
P	2824	2.7%
f	2824	2.7%
S	2340	2.3%
k	2340	2.3%
d	2340	2.3%
C	1729	1.7%
c	1729	1.7%
g	1676	1.6%
m	1676	1.6%
t	1676	1.6%

Most frequent Common characters

Value	Count	Frequency (%)
	2340	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	105826	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	15447	14.6%
l	14733	13.9%
e	10245	9.7%
n	9947	9.4%
i	6893	6.5%
o	5648	5.3%
s	5648	5.3%
M	5447	5.1%
r	4553	4.3%
u	3771	3.6%
P	2824	2.7%
f	2824	2.7%
S	2340	2.2%
k	2340	2.2%
d	2340	2.2%
	2340	2.2%
C	1729	1.6%
c	1729	1.6%
g	1676	1.6%
m	1676	1.6%
t	1676	1.6%

SPANISH_OCCUPATION
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Profesional	2824
Obrero especializado	2340
Administrativo	1729
Gestión	1676
Obrero	1431

Value	Count	Frequency (%)
Profesional	2824	28.2%
Obrero especializado	2340	23.4%
Administrativo	1729	17.3%
Gestión	1676	16.8%
Obrero	1431	14.3%

Length

Max length	20
Median length	11
Mean length	12.2388
Min length	6

Overview of Unicode Properties

Unique unicode characters	23
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	2

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
i	14367	11.7%
o	13488	11.0%
e	12951	10.6%
r	12095	9.9%
a	9233	7.5%
s	8569	7.0%
n	6229	5.1%
l	5164	4.2%
t	5134	4.2%
d	4069	3.3%
O	3771	3.1%
b	3771	3.1%
P	2824	2.3%
f	2824	2.3%
	2340	1.9%
p	2340	1.9%
c	2340	1.9%
z	2340	1.9%
A	1729	1.4%
m	1729	1.4%
v	1729	1.4%
G	1676	1.4%
ó	1676	1.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	110048	89.9%
Uppercase Letter	10000	8.2%
Space Separator	2340	1.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
O	3771	37.7%
P	2824	28.2%
A	1729	17.3%
G	1676	16.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	14367	13.1%
o	13488	12.3%
e	12951	11.8%
r	12095	11.0%
a	9233	8.4%
s	8569	7.8%
n	6229	5.7%
l	5164	4.7%
t	5134	4.7%
d	4069	3.7%
b	3771	3.4%
f	2824	2.6%
p	2340	2.1%
c	2340	2.1%
z	2340	2.1%
m	1729	1.6%
v	1729	1.6%
ó	1676	1.5%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	2340	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	120048	98.1%
Common	2340	1.9%

Most frequent Latin characters

Value	Count	Frequency (%)
i	14367	12.0%
o	13488	11.2%
e	12951	10.8%
r	12095	10.1%
a	9233	7.7%
s	8569	7.1%
n	6229	5.2%
l	5164	4.3%
t	5134	4.3%
d	4069	3.4%
O	3771	3.1%
b	3771	3.1%
P	2824	2.4%
f	2824	2.4%
p	2340	1.9%
c	2340	1.9%
z	2340	1.9%
A	1729	1.4%
m	1729	1.4%
v	1729	1.4%
G	1676	1.4%
ó	1676	1.4%

Most frequent Common characters

Value	Count	Frequency (%)
	2340	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	120712	98.6%
None	1676	1.4%

Most frequent ASCII characters

Value	Count	Frequency (%)
i	14367	11.9%
o	13488	11.2%
e	12951	10.7%
r	12095	10.0%
a	9233	7.6%
s	8569	7.1%
n	6229	5.2%
l	5164	4.3%
t	5134	4.3%
d	4069	3.4%
O	3771	3.1%
b	3771	3.1%
P	2824	2.3%
f	2824	2.3%
	2340	1.9%
p	2340	1.9%
c	2340	1.9%
z	2340	1.9%
A	1729	1.4%
m	1729	1.4%
v	1729	1.4%
G	1676	1.4%

Most frequent None characters

Value	Count	Frequency (%)
ó	1676	100.0%

FRENCH_OCCUPATION
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Cadre	2824
Technicien	2340
Employé	1729
Direction	1676
Ouvrier	1431

Value	Count	Frequency (%)
Cadre	2824	28.2%
Technicien	2340	23.4%
Employé	1729	17.3%
Direction	1676	16.8%
Ouvrier	1431	14.3%

Length

Max length	10
Median length	7
Mean length	7.4724
Min length	5

Overview of Unicode Properties

Unique unicode characters	22
Unique unicode categories (?)	2
Unique unicode scripts (?)	1
Unique unicode blocks (?)	2

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	10611	14.2%
i	9463	12.7%
r	7362	9.9%
c	6356	8.5%
n	6356	8.5%
o	3405	4.6%
C	2824	3.8%
a	2824	3.8%
d	2824	3.8%
T	2340	3.1%
h	2340	3.1%
E	1729	2.3%
m	1729	2.3%
p	1729	2.3%
l	1729	2.3%
y	1729	2.3%
é	1729	2.3%
D	1676	2.2%
t	1676	2.2%
O	1431	1.9%
u	1431	1.9%
v	1431	1.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	64724	86.6%
Uppercase Letter	10000	13.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	2824	28.2%
T	2340	23.4%
E	1729	17.3%
D	1676	16.8%
O	1431	14.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	10611	16.4%
i	9463	14.6%
r	7362	11.4%
c	6356	9.8%
n	6356	9.8%
o	3405	5.3%
a	2824	4.4%
d	2824	4.4%
h	2340	3.6%
m	1729	2.7%
p	1729	2.7%
l	1729	2.7%
y	1729	2.7%
é	1729	2.7%
t	1676	2.6%
u	1431	2.2%
v	1431	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	74724	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
e	10611	14.2%
i	9463	12.7%
r	7362	9.9%
c	6356	8.5%
n	6356	8.5%
o	3405	4.6%
C	2824	3.8%
a	2824	3.8%
d	2824	3.8%
T	2340	3.1%
h	2340	3.1%
E	1729	2.3%
m	1729	2.3%
p	1729	2.3%
l	1729	2.3%
y	1729	2.3%
é	1729	2.3%
D	1676	2.2%
t	1676	2.2%
O	1431	1.9%
u	1431	1.9%
v	1431	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	72995	97.7%
None	1729	2.3%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	10611	14.5%
i	9463	13.0%
r	7362	10.1%
c	6356	8.7%
n	6356	8.7%
o	3405	4.7%
C	2824	3.9%
a	2824	3.9%
d	2824	3.9%
T	2340	3.2%
h	2340	3.2%
E	1729	2.4%
m	1729	2.4%
p	1729	2.4%
l	1729	2.4%
y	1729	2.4%
D	1676	2.3%
t	1676	2.3%
O	1431	2.0%
u	1431	2.0%
v	1431	2.0%

Most frequent None characters

Value	Count	Frequency (%)
é	1729	100.0%

HOUSE_OWNER_FLAG
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

1	6820
0	3180

Frequency Table

Value	Count	Frequency (%)
1	6820	68.2%
0	3180	31.8%

NUMBER_CARS_OWNED
Real number (ℝ_≥0)

ZEROS

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.4897
Minimum	0
Maximum	4
Zeros	2354
Zeros (%)	23.5%
Memory size	9.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.141851257
Coefficient of variation (CV)	0.7664974536
Kurtosis	-0.4524535148
Mean	1.4897
Median Absolute Deviation (MAD)	1
Skewness	0.4085193068
Sum	14897
Variance	1.303824292

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	3431	34.3%
1	2640	26.4%
0	2354	23.5%
3	905	9.0%
4	670	6.7%

Value	Count	Frequency (%)
0	2354	23.5%
1	2640	26.4%
2	3431	34.3%
3	905	9.0%
4	670	6.7%

Value	Count	Frequency (%)
4	670	6.7%
3	905	9.0%
2	3431	34.3%
1	2640	26.4%
0	2354	23.5%

ADDRESS_LINE_1
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	8300
Unique (%)	83.0%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

88, avenue de l´ Union Centrale	12
Midi-Couleurs	9
Im Himmelsweg 89	8
6, route de Marseille	7
Helsenbergbogen 2	6
Other values (8295)	9958

Value	Count	Frequency (%)
88, avenue de l´ Union Centrale	12	0.1%
Midi-Couleurs	9	0.1%
Im Himmelsweg 89	8	0.1%
6, route de Marseille	7	0.1%
Helsenbergbogen 2	6	0.1%
88, impasse Notre-Dame	6	0.1%
Attaché de Presse	6	0.1%
Postfach 22 99 99	6	0.1%
8, rue de la Comédie	5	0.1%
Postfach 99 01 01	5	0.1%
2, route de Marseille	5	0.1%
84, avenue des Ternes	5	0.1%
44, rue du Départ	5	0.1%
1, rue de Maubeuge	5	0.1%
Kappellweg 242	5	0.1%
Heidestieg Straße 8664	5	0.1%
48, place de la Concorde	4	< 0.1%
Heidestieg Straße 8224	4	< 0.1%
68, avenue de l´ Union Centrale	4	< 0.1%
Helsenbergbogen 6	4	< 0.1%
8, rue de l´Avenir	4	< 0.1%
2, avenue de Norvege	4	< 0.1%
Wertheimer Straße 899	4	< 0.1%
11, quai de l´ Iton	4	< 0.1%
Zollstr 68	4	< 0.1%
Other values (8275)	9864	98.6%

Length

Max length	33
Median length	17
Mean length	17.4473
Min length	8

Overview of Unicode Properties

Unique unicode characters	75
Unique unicode categories (?)	8
Unique unicode scripts (?)	2
Unique unicode blocks (?)	2

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	21818	12.5%
e	13734	7.9%
r	10374	5.9%
a	9382	5.4%
o	6825	3.9%
i	6255	3.6%
t	6252	3.6%
l	6131	3.5%
n	6105	3.5%
4	4048	2.3%
d	4027	2.3%
2	4010	2.3%
1	3943	2.3%
9	3818	2.2%
6	3808	2.2%
8	3799	2.2%
u	3689	2.1%
5	3665	2.1%
3	3493	2.0%
7	3459	2.0%
s	3334	1.9%
C	2947	1.7%
0	2726	1.6%
D	2605	1.5%
.	2512	1.4%
Other values (50)	31714	18.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	92097	52.8%
Decimal Number	36769	21.1%
Space Separator	21818	12.5%
Uppercase Letter	19957	11.4%
Other Punctuation	3549	2.0%
Dash Punctuation	194	0.1%
Modifier Symbol	88	0.1%
Math Symbol	1	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
4	4048	11.0%
2	4010	10.9%
1	3943	10.7%
9	3818	10.4%
6	3808	10.4%
8	3799	10.3%
5	3665	10.0%
3	3493	9.5%
7	3459	9.4%
0	2726	7.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	21818	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	2947	14.8%
D	2605	13.1%
S	1795	9.0%
R	1389	7.0%
P	1281	6.4%
W	1225	6.1%
L	1206	6.0%
A	1191	6.0%
M	1054	5.3%
B	963	4.8%
H	757	3.8%
G	591	3.0%
V	528	2.6%
T	408	2.0%
E	392	2.0%
K	317	1.6%
N	316	1.6%
F	306	1.5%
O	242	1.2%
J	146	0.7%
I	76	0.4%
Z	65	0.3%
U	62	0.3%
Y	61	0.3%
Q	34	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	13734	14.9%
r	10374	11.3%
a	9382	10.2%
o	6825	7.4%
i	6255	6.8%
t	6252	6.8%
l	6131	6.7%
n	6105	6.6%
d	4027	4.4%
u	3689	4.0%
s	3334	3.6%
v	2406	2.6%
c	2088	2.3%
y	1658	1.8%
h	1575	1.7%
g	1486	1.6%
m	1310	1.4%
w	1220	1.3%
k	1029	1.1%
p	865	0.9%
b	818	0.9%
f	606	0.7%
z	357	0.4%
ß	152	0.2%
é	124	0.1%
Other values (6)	295	0.3%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	2512	70.8%
,	1029	29.0%
'	5	0.1%
#	2	0.1%
/	1	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	194	100.0%

Most frequent Modifier Symbol characters

Value	Count	Frequency (%)
´	88	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	112054	64.2%
Common	62419	35.8%

Most frequent Common characters

Value	Count	Frequency (%)
	21818	35.0%
4	4048	6.5%
2	4010	6.4%
1	3943	6.3%
9	3818	6.1%
6	3808	6.1%
8	3799	6.1%
5	3665	5.9%
3	3493	5.6%
7	3459	5.5%
0	2726	4.4%
.	2512	4.0%
,	1029	1.6%
-	194	0.3%
´	88	0.1%
'	5	< 0.1%
#	2	< 0.1%
+	1	< 0.1%
/	1	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
e	13734	12.3%
r	10374	9.3%
a	9382	8.4%
o	6825	6.1%
i	6255	5.6%
t	6252	5.6%
l	6131	5.5%
n	6105	5.4%
d	4027	3.6%
u	3689	3.3%
s	3334	3.0%
C	2947	2.6%
D	2605	2.3%
v	2406	2.1%
c	2088	1.9%
S	1795	1.6%
y	1658	1.5%
h	1575	1.4%
g	1486	1.3%
R	1389	1.2%
m	1310	1.2%
P	1281	1.1%
W	1225	1.1%
w	1220	1.1%
L	1206	1.1%
Other values (31)	11755	10.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	174009	99.7%
None	464	0.3%

Most frequent ASCII characters

Value	Count	Frequency (%)
	21818	12.5%
e	13734	7.9%
r	10374	6.0%
a	9382	5.4%
o	6825	3.9%
i	6255	3.6%
t	6252	3.6%
l	6131	3.5%
n	6105	3.5%
4	4048	2.3%
d	4027	2.3%
2	4010	2.3%
1	3943	2.3%
9	3818	2.2%
6	3808	2.2%
8	3799	2.2%
u	3689	2.1%
5	3665	2.1%
3	3493	2.0%
7	3459	2.0%
s	3334	1.9%
C	2947	1.7%
0	2726	1.6%
D	2605	1.5%
.	2512	1.4%
Other values (44)	31250	18.0%

Most frequent None characters

Value	Count	Frequency (%)
ß	152	32.8%
é	124	26.7%
´	88	19.0%
ö	51	11.0%
ü	29	6.2%
ä	20	4.3%

ADDRESS_LINE_2
Categorical

HIGH CARDINALITY

Distinct count	104
Unique (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

null	9826
Verkaufsabteilung	24
Einkaufsabteilung	8
# 2	6
# 1	5
Other values (99)	131

Value	Count	Frequency (%)
null	9826	98.3%
Verkaufsabteilung	24	0.2%
Einkaufsabteilung	8	0.1%
# 2	6	0.1%
# 1	5	0.1%
Leiter der Abteilung	5	0.1%
Unit E	4	< 0.1%
#9	3	< 0.1%
Unit A	3	< 0.1%
# 103	3	< 0.1%
Unit B	3	< 0.1%
Kreditorenbuchhaltung	3	< 0.1%
# 101	3	< 0.1%
# 13	3	< 0.1%
Unit C	2	< 0.1%
# 4	2	< 0.1%
# 105	2	< 0.1%
# 212	2	< 0.1%
#8	2	< 0.1%
# 112	2	< 0.1%
#e	2	< 0.1%
# 126	2	< 0.1%
#5	2	< 0.1%
Unit 13c12	2	< 0.1%
Space # 45	2	< 0.1%
Other values (79)	79	0.8%

Length

Max length	21
Median length	4
Mean length	4.0678
Min length	2

Overview of Unicode Properties

Unique unicode characters	47
Unique unicode categories (?)	6
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
l	19696	48.4%
n	9906	24.4%
u	9903	24.3%
	110	0.3%
#	102	0.3%
e	94	0.2%
1	86	0.2%
i	81	0.2%
t	77	0.2%
a	74	0.2%
g	44	0.1%
b	42	0.1%
r	41	0.1%
2	33	0.1%
f	33	0.1%
s	33	0.1%
0	32	0.1%
k	32	0.1%
3	27	0.1%
U	26	0.1%
V	24	0.1%
5	23	0.1%
9	15	< 0.1%
7	15	< 0.1%
E	14	< 0.1%
Other values (22)	115	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	40095	98.6%
Decimal Number	265	0.7%
Space Separator	110	0.3%
Uppercase Letter	104	0.3%
Other Punctuation	103	0.3%
Dash Punctuation	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
l	19696	49.1%
n	9906	24.7%
u	9903	24.7%
e	94	0.2%
i	81	0.2%
t	77	0.2%
a	74	0.2%
g	44	0.1%
b	42	0.1%
r	41	0.1%
f	33	0.1%
s	33	0.1%
k	32	0.1%
c	12	< 0.1%
d	9	< 0.1%
h	8	< 0.1%
p	5	< 0.1%
o	4	< 0.1%
x	1	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
#	102	99.0%
.	1	1.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	110	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	86	32.5%
2	33	12.5%
0	32	12.1%
3	27	10.2%
5	23	8.7%
9	15	5.7%
7	15	5.7%
4	13	4.9%
6	13	4.9%
8	8	3.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
U	26	25.0%
V	24	23.1%
E	14	13.5%
A	13	12.5%
B	7	6.7%
L	5	4.8%
S	3	2.9%
K	3	2.9%
F	2	1.9%
C	2	1.9%
H	2	1.9%
T	1	1.0%
M	1	1.0%
D	1	1.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	40199	98.8%
Common	479	1.2%

Most frequent Latin characters

Value	Count	Frequency (%)
l	19696	49.0%
n	9906	24.6%
u	9903	24.6%
e	94	0.2%
i	81	0.2%
t	77	0.2%
a	74	0.2%
g	44	0.1%
b	42	0.1%
r	41	0.1%
f	33	0.1%
s	33	0.1%
k	32	0.1%
U	26	0.1%
V	24	0.1%
E	14	< 0.1%
A	13	< 0.1%
c	12	< 0.1%
d	9	< 0.1%
h	8	< 0.1%
B	7	< 0.1%
p	5	< 0.1%
L	5	< 0.1%
o	4	< 0.1%
S	3	< 0.1%
Other values (8)	13	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	110	23.0%
#	102	21.3%
1	86	18.0%
2	33	6.9%
0	32	6.7%
3	27	5.6%
5	23	4.8%
9	15	3.1%
7	15	3.1%
4	13	2.7%
6	13	2.7%
8	8	1.7%
.	1	0.2%
-	1	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40678	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
l	19696	48.4%
n	9906	24.4%
u	9903	24.3%
	110	0.3%
#	102	0.3%
e	94	0.2%
1	86	0.2%
i	81	0.2%
t	77	0.2%
a	74	0.2%
g	44	0.1%
b	42	0.1%
r	41	0.1%
2	33	0.1%
f	33	0.1%
s	33	0.1%
0	32	0.1%
k	32	0.1%
3	27	0.1%
U	26	0.1%
V	24	0.1%
5	23	0.1%
9	15	< 0.1%
7	15	< 0.1%
E	14	< 0.1%
Other values (22)	115	0.3%

PHONE
Categorical

HIGH CARDINALITY

Distinct count	4855
Unique (%)	48.5%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

1 (11) 500 555-0116	111
1 (11) 500 555-0117	109
1 (11) 500 555-0119	108
1 (11) 500 555-0113	104
1 (11) 500 555-0118	104
Other values (4850)	9464

Value	Count	Frequency (%)
1 (11) 500 555-0116	111	1.1%
1 (11) 500 555-0117	109	1.1%
1 (11) 500 555-0119	108	1.1%
1 (11) 500 555-0113	104	1.0%
1 (11) 500 555-0118	104	1.0%
1 (11) 500 555-0115	100	1.0%
1 (11) 500 555-0112	99	1.0%
1 (11) 500 555-0111	98	1.0%
1 (11) 500 555-0114	97	1.0%
1 (11) 500 555-0110	68	0.7%
1 (11) 500 555-0147	68	0.7%
1 (11) 500 555-0145	64	0.6%
1 (11) 500 555-0161	62	0.6%
1 (11) 500 555-0157	61	0.6%
1 (11) 500 555-0162	61	0.6%
1 (11) 500 555-0180	61	0.6%
1 (11) 500 555-0188	61	0.6%
1 (11) 500 555-0139	60	0.6%
1 (11) 500 555-0169	59	0.6%
1 (11) 500 555-0159	59	0.6%
1 (11) 500 555-0174	58	0.6%
1 (11) 500 555-0156	58	0.6%
1 (11) 500 555-0182	58	0.6%
1 (11) 500 555-0189	58	0.6%
1 (11) 500 555-0132	56	0.6%
Other values (4830)	8098	81.0%

Length

Max length	19
Median length	19
Mean length	15.5294
Min length	12

Overview of Unicode Properties

Unique unicode characters	14
Unique unicode categories (?)	5
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
5	38533	24.8%
1	30223	19.5%
0	22059	14.2%
	15126	9.7%
-	14958	9.6%
(	5042	3.2%
)	5042	3.2%
4	3579	2.3%
2	3521	2.3%
3	3466	2.2%
7	3456	2.2%
8	3447	2.2%
6	3437	2.2%
9	3405	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	115126	74.1%
Space Separator	15126	9.7%
Dash Punctuation	14958	9.6%
Open Punctuation	5042	3.2%
Close Punctuation	5042	3.2%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	38533	33.5%
1	30223	26.3%
0	22059	19.2%
4	3579	3.1%
2	3521	3.1%
3	3466	3.0%
7	3456	3.0%
8	3447	3.0%
6	3437	3.0%
9	3405	3.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	15126	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	5042	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	5042	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	14958	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	155294	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
5	38533	24.8%
1	30223	19.5%
0	22059	14.2%
	15126	9.7%
-	14958	9.6%
(	5042	3.2%
)	5042	3.2%
4	3579	2.3%
2	3521	2.3%
3	3466	2.2%
7	3456	2.2%
8	3447	2.2%
6	3437	2.2%
9	3405	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	155294	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
5	38533	24.8%
1	30223	19.5%
0	22059	14.2%
	15126	9.7%
-	14958	9.6%
(	5042	3.2%
)	5042	3.2%
4	3579	2.3%
2	3521	2.3%
3	3466	2.2%
7	3456	2.2%
8	3447	2.2%
6	3437	2.2%
9	3405	2.2%

DATE_FIRST_PURCHASE
Categorical

HIGH CARDINALITY

Distinct count	1097
Unique (%)	11.0%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

2004-06-15T00:00:00.0000000	35
2004-06-28T00:00:00.0000000	35
2003-12-26T00:00:00.0000000	35
2004-05-20T00:00:00.0000000	33
2004-05-01T00:00:00.0000000	32
Other values (1092)	9830

Value	Count	Frequency (%)
2004-06-15T00:00:00.0000000	35	0.4%
2004-06-28T00:00:00.0000000	35	0.4%
2003-12-26T00:00:00.0000000	35	0.4%
2004-05-20T00:00:00.0000000	33	0.3%
2004-05-01T00:00:00.0000000	32	0.3%
2003-12-17T00:00:00.0000000	32	0.3%
2004-05-05T00:00:00.0000000	32	0.3%
2003-12-15T00:00:00.0000000	32	0.3%
2003-10-06T00:00:00.0000000	32	0.3%
2004-04-19T00:00:00.0000000	31	0.3%
2003-08-27T00:00:00.0000000	31	0.3%
2003-10-15T00:00:00.0000000	31	0.3%
2003-11-28T00:00:00.0000000	31	0.3%
2004-02-20T00:00:00.0000000	31	0.3%
2004-01-10T00:00:00.0000000	30	0.3%
2004-06-21T00:00:00.0000000	30	0.3%
2004-06-07T00:00:00.0000000	30	0.3%
2003-08-25T00:00:00.0000000	30	0.3%
2004-06-05T00:00:00.0000000	29	0.3%
2003-08-19T00:00:00.0000000	29	0.3%
2004-05-31T00:00:00.0000000	29	0.3%
2004-04-28T00:00:00.0000000	29	0.3%
2003-12-29T00:00:00.0000000	29	0.3%
2003-12-11T00:00:00.0000000	29	0.3%
2004-06-14T00:00:00.0000000	29	0.3%
Other values (1072)	9224	92.2%

Length

Max length	27
Median length	27
Mean length	27
Min length	27

Overview of Unicode Properties

Unique unicode characters	14
Unique unicode categories (?)	4
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	162131	60.0%
-	20000	7.4%
:	20000	7.4%
2	17443	6.5%
T	10000	3.7%
.	10000	3.7%
1	9179	3.4%
3	6321	2.3%
4	5801	2.1%
5	1981	0.7%
8	1939	0.7%
6	1825	0.7%
9	1753	0.6%
7	1627	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	210000	77.8%
Other Punctuation	30000	11.1%
Dash Punctuation	20000	7.4%
Uppercase Letter	10000	3.7%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	162131	77.2%
2	17443	8.3%
1	9179	4.4%
3	6321	3.0%
4	5801	2.8%
5	1981	0.9%
8	1939	0.9%
6	1825	0.9%
9	1753	0.8%
7	1627	0.8%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	20000	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	10000	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
:	20000	66.7%
.	10000	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	260000	96.3%
Latin	10000	3.7%

Most frequent Common characters

Value	Count	Frequency (%)
0	162131	62.4%
-	20000	7.7%
:	20000	7.7%
2	17443	6.7%
.	10000	3.8%
1	9179	3.5%
3	6321	2.4%
4	5801	2.2%
5	1981	0.8%
8	1939	0.7%
6	1825	0.7%
9	1753	0.7%
7	1627	0.6%

Most frequent Latin characters

Value	Count	Frequency (%)
T	10000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	270000	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	162131	60.0%
-	20000	7.4%
:	20000	7.4%
2	17443	6.5%
T	10000	3.7%
.	10000	3.7%
1	9179	3.4%
3	6321	2.3%
4	5801	2.1%
5	1981	0.7%
8	1939	0.7%
6	1825	0.7%
9	1753	0.6%
7	1627	0.6%

COMMUTE_DISTANCE
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

0-1 Miles	3501
1-2 Miles	1746
2-5 Miles	1724
5-10 Miles	1686
10+ Miles	1343

Value	Count	Frequency (%)
0-1 Miles	3501	35.0%
1-2 Miles	1746	17.5%
2-5 Miles	1724	17.2%
5-10 Miles	1686	16.9%
10+ Miles	1343	13.4%

Length

Max length	10
Median length	9
Mean length	9.1686
Min length	9

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories (?)	6
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	10000	10.9%
M	10000	10.9%
i	10000	10.9%
l	10000	10.9%
e	10000	10.9%
s	10000	10.9%
-	8657	9.4%
1	8276	9.0%
0	6530	7.1%
2	3470	3.8%
5	3410	3.7%
+	1343	1.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	40000	43.6%
Decimal Number	21686	23.7%
Space Separator	10000	10.9%
Uppercase Letter	10000	10.9%
Dash Punctuation	8657	9.4%
Math Symbol	1343	1.5%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	8276	38.2%
0	6530	30.1%
2	3470	16.0%
5	3410	15.7%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	8657	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	10000	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	10000	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	10000	25.0%
l	10000	25.0%
e	10000	25.0%
s	10000	25.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	1343	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	50000	54.5%
Common	41686	45.5%

Most frequent Common characters

Value	Count	Frequency (%)
	10000	24.0%
-	8657	20.8%
1	8276	19.9%
0	6530	15.7%
2	3470	8.3%
5	3410	8.2%
+	1343	3.2%

Most frequent Latin characters

Value	Count	Frequency (%)
M	10000	20.0%
i	10000	20.0%
l	10000	20.0%
e	10000	20.0%
s	10000	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	91686	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	10000	10.9%
M	10000	10.9%
i	10000	10.9%
l	10000	10.9%
e	10000	10.9%
s	10000	10.9%
-	8657	9.4%
1	8276	9.0%
0	6530	7.1%
2	3470	3.8%
5	3410	3.7%
+	1343	1.5%

_FIVETRAN_SYNCED
Date

Distinct count	818
Unique (%)	8.2%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Minimum	2020-03-17 19:20:05.031000
Maximum	2020-03-17 19:20:06.598000

Histogram

Histogram

Pearson's r

First rows

	_FILE	_LINE	CUSTOMER_KEY	GEOGRAPHY_KEY	CUSTOMER_ALTERNATE_KEY	TITLE	FIRST_NAME	MIDDLE_NAME	LAST_NAME	NAME_STYLE	BIRTH_DATE	MARITAL_STATUS	SUFFIX	GENDER	EMAIL_ADDRESS	YEARLY_INCOME	TOTAL_CHILDREN	NUMBER_CHILDREN_AT_HOME	ENGLISH_EDUCATION	SPANISH_EDUCATION	FRENCH_EDUCATION	ENGLISH_OCCUPATION	SPANISH_OCCUPATION	FRENCH_OCCUPATION	HOUSE_OWNER_FLAG	NUMBER_CARS_OWNED	ADDRESS_LINE_1	ADDRESS_LINE_2	PHONE	DATE_FIRST_PURCHASE	COMMUTE_DISTANCE	_FIVETRAN_SYNCED
0	dim_customer.csv	0	11565	229	AW00011565	null	Erik	S	Diaz	False	1966-07-02T00:00:00.0000000	S	null	M	erik4@adventure-works.com	20000.0	2	2	High School	Educación secundaria	Bac + 2	Manual	Obrero	Ouvrier	1	0	4408 Trinity Ave.	null	1 (11) 500 555-0157	2004-03-11T00:00:00.0000000	0-1 Miles	2020-03-17 19:20:05.031
1	dim_customer.csv	1	14190	159	AW00014190	null	Candace	D	Patel	False	1951-05-23T00:00:00.0000000	M	null	F	candace2@adventure-works.com	90000.0	4	1	High School	Educación secundaria	Bac + 2	Professional	Profesional	Cadre	1	3	Kalkweg 4425	null	1 (11) 500 555-0152	2004-01-17T00:00:00.0000000	2-5 Miles	2020-03-17 19:20:05.032
2	dim_customer.csv	10	15342	311	AW00015342	null	Ashlee	L	Raji	False	1951-04-21T00:00:00.0000000	M	null	F	ashlee5@adventure-works.com	60000.0	2	1	Partial College	Estudios universitarios (en curso)	Baccalauréat	Professional	Profesional	Cadre	1	2	6177 Arleda Lane	null	440-555-0114	2002-10-17T00:00:00.0000000	2-5 Miles	2020-03-17 19:20:05.035
3	dim_customer.csv	100	11178	334	AW00011178	null	Nathan	J	Johnson	False	1943-08-24T00:00:00.0000000	M	null	M	nathan55@adventure-works.com	100000.0	2	3	Graduate Degree	Estudios de postgrado	Bac + 3	Management	Gestión	Direction	1	3	8927 Daylight Place	null	117-555-0182	2003-08-25T00:00:00.0000000	1-2 Miles	2020-03-17 19:20:05.067
4	dim_customer.csv	1000	13373	300	AW00013373	null	Michelle	L	Murphy	False	1948-03-04T00:00:00.0000000	S	null	F	michelle15@adventure-works.com	60000.0	2	1	Partial College	Estudios universitarios (en curso)	Baccalauréat	Professional	Profesional	Cadre	1	2	2104 Grading Way	null	331-555-0144	2003-10-02T00:00:00.0000000	10+ Miles	2020-03-17 19:20:05.272
5	dim_customer.csv	10000	26785	32	AW00026785	null	Raul	L	Raje	False	1937-09-14T00:00:00.0000000	M	null	M	raul11@adventure-works.com	40000.0	2	0	Bachelors	Licenciatura	Bac + 4	Management	Gestión	Direction	1	2	635 Chickpea Ct.	null	1 (11) 500 555-0121	2003-11-18T00:00:00.0000000	5-10 Miles	2020-03-17 19:20:05.969
6	dim_customer.csv	10001	11892	14	AW00011892	null	Julio	M	Ortega	False	1969-10-08T00:00:00.0000000	M	null	M	julio23@adventure-works.com	90000.0	1	0	Graduate Degree	Estudios de postgrado	Bac + 3	Management	Gestión	Direction	1	0	1681 Via Estrella	null	1 (11) 500 555-0180	2002-03-07T00:00:00.0000000	0-1 Miles	2020-03-17 19:20:05.969
7	dim_customer.csv	10002	13378	385	AW00013378	null	Alexandra	J	Bailey	False	1948-09-17T00:00:00.0000000	M	null	F	alexandra10@adventure-works.com	70000.0	4	1	Partial College	Estudios universitarios (en curso)	Baccalauréat	Professional	Profesional	Cadre	1	2	8885 Partridge Dr.	null	243-555-0161	2002-08-03T00:00:00.0000000	1-2 Miles	2020-03-17 19:20:05.969
8	dim_customer.csv	10003	11656	329	AW00011656	null	Katelyn	K	Perez	False	1971-09-20T00:00:00.0000000	M	null	F	katelyn35@adventure-works.com	70000.0	3	0	Graduate Degree	Estudios de postgrado	Bac + 3	Professional	Profesional	Cadre	1	0	7494 Sunset Circle	null	864-555-0116	2004-03-14T00:00:00.0000000	2-5 Miles	2020-03-17 19:20:05.969
9	dim_customer.csv	10004	16455	208	AW00016455	null	Deb	A	Moreno	False	1911-08-13T00:00:00.0000000	M	null	F	deb3@adventure-works.com	10000.0	4	0	High School	Educación secundaria	Bac + 2	Manual	Obrero	Ouvrier	0	2	99, rue du Départ	null	1 (11) 500 555-0144	2003-09-28T00:00:00.0000000	0-1 Miles	2020-03-17 19:20:05.969

Last rows

	_FILE	_LINE	CUSTOMER_KEY	GEOGRAPHY_KEY	CUSTOMER_ALTERNATE_KEY	TITLE	FIRST_NAME	MIDDLE_NAME	LAST_NAME	NAME_STYLE	BIRTH_DATE	MARITAL_STATUS	SUFFIX	GENDER	EMAIL_ADDRESS	YEARLY_INCOME	TOTAL_CHILDREN	NUMBER_CHILDREN_AT_HOME	ENGLISH_EDUCATION	SPANISH_EDUCATION	FRENCH_EDUCATION	ENGLISH_OCCUPATION	SPANISH_OCCUPATION	FRENCH_OCCUPATION	HOUSE_OWNER_FLAG	NUMBER_CARS_OWNED	ADDRESS_LINE_1	ADDRESS_LINE_2	PHONE	DATE_FIRST_PURCHASE	COMMUTE_DISTANCE	_FIVETRAN_SYNCED
9990	dim_customer.csv	2353	21676	219	AW00021676	null	Valerie	A	Guo	False	1971-07-08T00:00:00.0000000	S	null	F	valerie19@adventure-works.com	20000.0	0	0	Partial High School	Educación secundaria (en curso)	Niveau bac	Manual	Obrero	Ouvrier	1	2	4, rue de Maubeuge	null	1 (11) 500 555-0183	2004-06-30T00:00:00.0000000	1-2 Miles	2020-03-17 19:20:05.401
9991	dim_customer.csv	2354	24294	547	AW00024294	null	Luis	null	Yang	False	1974-03-01T00:00:00.0000000	S	null	M	luis27@adventure-works.com	50000.0	0	0	High School	Educación secundaria	Bac + 2	Skilled Manual	Obrero especializado	Technicien	0	2	4594 Springer Court	null	124-555-0182	2004-03-15T00:00:00.0000000	5-10 Miles	2020-03-17 19:20:05.401
9992	dim_customer.csv	2355	24343	322	AW00024343	null	Tyler	L	Harris	False	1960-03-08T00:00:00.0000000	M	null	M	tyler2@adventure-works.com	40000.0	4	2	High School	Educación secundaria	Bac + 2	Skilled Manual	Obrero especializado	Technicien	0	2	8920 Corte Poquito	null	656-555-0111	2003-09-09T00:00:00.0000000	0-1 Miles	2020-03-17 19:20:05.401
9993	dim_customer.csv	2356	16962	322	AW00016962	null	Zachary	null	Coleman	False	1969-08-25T00:00:00.0000000	M	null	M	zachary4@adventure-works.com	60000.0	1	0	Graduate Degree	Estudios de postgrado	Bac + 3	Professional	Profesional	Cadre	1	0	4263 San Ysidro Court	null	579-555-0134	2004-07-22T00:00:00.0000000	0-1 Miles	2020-03-17 19:20:05.401
9994	dim_customer.csv	2357	17223	222	AW00017223	null	Francis	null	Torres	False	1948-09-10T00:00:00.0000000	M	null	M	francis9@adventure-works.com	80000.0	5	1	High School	Educación secundaria	Bac + 2	Management	Gestión	Direction	1	4	26, rue Saint Denis	null	1 (11) 500 555-0122	2004-03-03T00:00:00.0000000	10+ Miles	2020-03-17 19:20:05.401
9995	dim_customer.csv	2358	24076	195	AW00024076	null	Casey	I	Hernandez	False	1965-10-17T00:00:00.0000000	M	null	M	casey27@adventure-works.com	10000.0	4	3	Partial High School	Educación secundaria (en curso)	Niveau bac	Manual	Obrero	Ouvrier	1	2	401, boulevard du Montparnasse	null	1 (11) 500 555-0142	2004-04-10T00:00:00.0000000	0-1 Miles	2020-03-17 19:20:05.401
9996	dim_customer.csv	2359	23975	128	AW00023975	null	Frank	null	Blanco	False	1958-10-24T00:00:00.0000000	S	null	M	frank23@adventure-works.com	10000.0	1	0	Bachelors	Licenciatura	Bac + 4	Manual	Obrero	Ouvrier	1	0	Wolfgangstraße 1	null	1 (11) 500 555-0128	2004-05-25T00:00:00.0000000	0-1 Miles	2020-03-17 19:20:05.401
9997	dim_customer.csv	236	11131	50	AW00011131	null	Amanda	null	Rivera	False	1980-03-12T00:00:00.0000000	M	null	F	amanda7@adventure-works.com	30000.0	0	0	High School	Educación secundaria	Bac + 2	Skilled Manual	Obrero especializado	Technicien	0	2	9573 Royal Oak Rd.	null	918-555-0126	2004-04-20T00:00:00.0000000	0-1 Miles	2020-03-17 19:20:05.117
9998	dim_customer.csv	2360	27658	539	AW00027658	null	Cole	null	Gray	False	1936-07-06T00:00:00.0000000	S	null	M	cole8@adventure-works.com	50000.0	2	0	Graduate Degree	Estudios de postgrado	Bac + 3	Management	Gestión	Direction	1	2	5988 H Pine Creek Way	null	332-555-0128	2003-10-05T00:00:00.0000000	5-10 Miles	2020-03-17 19:20:05.402
9999	dim_customer.csv	2361	13772	265	AW00013772	null	Michele	K	Perez	False	1968-10-24T00:00:00.0000000	M	null	F	michele34@adventure-works.com	40000.0	0	0	Bachelors	Licenciatura	Bac + 4	Clerical	Administrativo	Employé	1	0	6939 Hilltop Dr.	null	1 (11) 500 555-0137	2001-09-06T00:00:00.0000000	0-1 Miles	2020-03-17 19:20:05.402

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Connector Punctuation characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Uppercase Letter characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Dash Punctuation characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Dash Punctuation characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Dash Punctuation characters

Most frequent Uppercase Letter characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters